MySurgeryRisk Model Predictions of Postoperative Complications and Mortality

Yuanfang Ren1,2, Esra Adiyeke1,2, Ziyuan Guan1,2

  • 1Intelligent Clinical Care Center, University of Florida, Gainesville, Florida.

JAMA Surgery
|April 29, 2026
PubMed
Summary

This study validated the MySurgeryRisk framework on a large multicenter dataset, showing accurate prediction of postoperative complications and mortality. The model generalizes well across diverse healthcare settings, highlighting procedure type and clinician factors as key risk predictors.